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Nonlinear Relationships between Taiwan VIX Index and the Intraday Ordering Behavior of Stock Index Options

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  • Jack J. W. Yang
  • Chia-Hsing Huang
  • Chi-Hui Wang

Abstract

Threshold vector error correction model is used to study the nonlinear relationships between market volatility expectations and ordering behavior. Futures price, market volatility expectations, and derivatives ordering behavior data are used in the study. The intraday data of the VIX index, stock index futures price, and stock index options ordering volume from the Taiwan Futures Exchange are used for the study. Research results show the existence of asymmetric impacts of lagged VIX index on futures price, lagged VIX index on put options buy order to sell order volume ratio, lagged futures price on VIX index, lagged call options buy order to sell order volume ratio on VIX index, and lagged put options buy order to sell order volume ratio on VIX index when using VIX index as threshold.

Suggested Citation

  • Jack J. W. Yang & Chia-Hsing Huang & Chi-Hui Wang, 2013. "Nonlinear Relationships between Taiwan VIX Index and the Intraday Ordering Behavior of Stock Index Options," Business and Management Research, Business and Management Research, Sciedu Press, vol. 2(3), pages 68-80, September.
    • Handle: RePEc:jfr:bmr111:v:2:y:2013:i:3:p:68-80
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    References listed on IDEAS

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    1. Balke, Nathan S & Fomby, Thomas B, 1997. "Threshold Cointegration," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 38(3), pages 627-645, August.
    2. Hansen, Bruce E. & Seo, Byeongseon, 2002. "Testing for two-regime threshold cointegration in vector error-correction models," Journal of Econometrics, Elsevier, vol. 110(2), pages 293-318, October.
    3. Sims, Christopher A., 1988. "Bayesian skepticism on unit root econometrics," Journal of Economic Dynamics and Control, Elsevier, vol. 12(2-3), pages 463-474.
    4. Dennis, Patrick & Mayhew, Stewart & Stivers, Chris, 2006. "Stock Returns, Implied Volatility Innovations, and the Asymmetric Volatility Phenomenon," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 41(2), pages 381-406, June.
    5. Robert B. Durand & Dominic Lim & J. Kenton Zumwalt, 2011. "Fear and the Fama‐French Factors," Financial Management, Financial Management Association International, vol. 40(2), pages 409-426, June.
    6. Lee, Bong-Soo & Rui, Oliver M., 2002. "The dynamic relationship between stock returns and trading volume: Domestic and cross-country evidence," Journal of Banking & Finance, Elsevier, vol. 26(1), pages 51-78, January.
    7. Enders, Walter & Granger, Clive W J, 1998. "Unit-Root Tests and Asymmetric Adjustment with an Example Using the Term Structure of Interest Rates," Journal of Business & Economic Statistics, American Statistical Association, vol. 16(3), pages 304-311, July.
    8. San‐Lin Chung & Wei‐Che Tsai & Yaw‐Huei Wang & Pei‐Shih Weng, 2011. "The information content of the S&P 500 index and VIX options on the dynamics of the S&P 500 index," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 31(12), pages 1170-1201, December.
    9. Enders, Walter & Siklos, Pierre L, 2001. "Cointegration and Threshold Adjustment," Journal of Business & Economic Statistics, American Statistical Association, vol. 19(2), pages 166-176, April.
    10. MacKinnon, James G & Haug, Alfred A & Michelis, Leo, 1999. "Numerical Distribution Functions of Likelihood Ratio Tests for Cointegration," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 14(5), pages 563-577, Sept.-Oct.
    11. Juan A. Lafuente & Manuel Illueca Muñoz, 2003. "The Effect Of Futures Trading Activity On The Distribution Of Spot Market Returns," Working Papers. Serie EC 2003-23, Instituto Valenciano de Investigaciones Económicas, S.A. (Ivie).
    12. Karpoff, Jonathan M., 1987. "The Relation between Price Changes and Trading Volume: A Survey," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 22(1), pages 109-126, March.
    13. Stoll, Hans R. & Whaley, Robert E., 1990. "The Dynamics of Stock Index and Stock Index Futures Returns," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 25(4), pages 441-468, December.
    14. Antonios Antoniou & Gioia Pescetto & Antonis Violaris, 2003. "Modelling International Price Relationships and Interdependencies Between the Stock Index and Stock Index Futures Markets of Three EU Countries: A Multivariate Analysis," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 30(5-6), pages 645-667.
    15. Jian Yang & Zihui Yang & Yinggang Zhou, 2012. "Intraday price discovery and volatility transmission in stock index and stock index futures markets: Evidence from China," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 32(2), pages 99-121, February.
    16. Bent Jesper Christensen & Charlotte Strunk Hansen, 2002. "New evidence on the implied-realized volatility relation," The European Journal of Finance, Taylor & Francis Journals, vol. 8(2), pages 187-205, June.
    17. Jinghong Shu & Jin E. Zhang, 2012. "Causality in the VIX futures market," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 32(1), pages 24-46, January.
    18. Antonios Antoniou & Gioia Pescetto & Antonis Violaris, 2003. "Modelling International Price Relationships and Interdependencies Between the Stock Index and Stock Index Futures Markets of Three EU Countries: A Multivariate Analysis," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 30(5‐6), pages 645-667, June.
    19. Gannon, Gerard, 2005. "Simultaneous volatility transmissions and spillover effects: U.S. and Hong Kong stock and futures markets," International Review of Financial Analysis, Elsevier, vol. 14(3), pages 326-336.
    20. Kawaller, Ira G & Koch, Paul D & Koch, Timothy W, 1987. "The Temporal Price Relationship between S&P 500 Futures and the S and P 500 Index," Journal of Finance, American Finance Association, vol. 42(5), pages 1309-1329, December.
    21. M. Illueca & J.A. Lafuente, 2007. "The effect of futures trading on the distribution of spot index returns: Implications for CVaR in the Spanish market," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 27(9), pages 839-866, September.
    22. Chan, Kalok, 1992. "A Further Analysis of the Lead-Lag Relationship between the Cash Market and Stock Index Futures Market," The Review of Financial Studies, Society for Financial Studies, vol. 5(1), pages 123-152.
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    JEL classification:

    • R00 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - General - - - General
    • Z0 - Other Special Topics - - General

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